Shallow and Deep Learning Principles: Scientific, Philosophical, and Logical Perspectives

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Shallow and Deep Learning Principles: Scientific, Philosophical, and Logical Perspectives image
ISBN-10:

3031295544

ISBN-13:

9783031295546

Author(s): Şen, Zekâi
Edition: 2023
Released: Jun 02, 2023
Publisher: Springer
Format: Hardcover, 681 pages

Description:

This book discusses Artificial Neural Networks (ANN) and their ability to predict outcomes using deep and shallow learning principles. The author first describes ANN implementation, consisting of at least three layers that must be established together with cells, one of which is input, the other is output, and the third is a hidden (intermediate) layer. For this, the author states, it is necessary to develop an architecture that will not model mathematical rules but only the action and response variables that control the event and the reactions that may occur within it. The book explains the reasons and necessity of each ANN model, considering the similarity to the previous methods and the philosophical - logical rules.

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